## Family: zero_inflated_poisson
## Links: mu = log; zi = logit
## Formula: n_amr_events ~ ln_livestock_consumption_kg_per_pcu + ln_livestock_pcu + ln_migrant_pop_perc + ab_export_perc + health_expend_perc + human_consumption_ddd + english_spoken + ln_gdp_per_capita + offset(ln_population)
## zi ~ ln_pubs_sum_per_capita + ln_gdp_per_capita + ln_population + english_spoken
## Data: data[[i]] (Number of observations: 198)
## Samples: 120 chains, each with iter = 2000; warmup = 1000; thin = 1;
## total post-warmup samples = 120000
##
## Population-Level Effects:
## Estimate Est.Error l-95% CI u-95% CI
## Intercept -9.45 0.91 -11.20 -7.67
## zi_Intercept 31.11 6.21 19.64 44.05
## ln_livestock_consumption_kg_per_pcu -0.16 0.05 -0.26 -0.06
## ln_livestock_pcu -0.43 0.03 -0.48 -0.38
## ln_migrant_pop_perc 0.04 0.04 -0.03 0.11
## ab_export_perc 5.35 0.72 3.92 6.73
## health_expend_perc 0.13 0.01 0.10 0.15
## human_consumption_ddd 0.08 0.01 0.07 0.10
## english_spoken -0.24 0.10 -0.43 -0.05
## ln_gdp_per_capita 0.16 0.06 0.03 0.28
## zi_ln_pubs_sum_per_capita -0.19 0.20 -0.60 0.19
## zi_ln_gdp_per_capita -1.46 0.28 -2.04 -0.95
## zi_ln_population -1.22 0.21 -1.67 -0.82
## zi_english_spoken -0.91 0.62 -2.16 0.28
## Eff.Sample Rhat
## Intercept 200 1.20
## zi_Intercept 82278 1.00
## ln_livestock_consumption_kg_per_pcu 251 1.15
## ln_livestock_pcu 192 1.21
## ln_migrant_pop_perc 153 1.29
## ab_export_perc 4006 1.01
## health_expend_perc 286 1.13
## human_consumption_ddd 243 1.16
## english_spoken 142 1.32
## ln_gdp_per_capita 127 1.38
## zi_ln_pubs_sum_per_capita 115023 1.00
## zi_ln_gdp_per_capita 88745 1.00
## zi_ln_population 81050 1.00
## zi_english_spoken 2744 1.01
##
## Samples were drawn using sampling(NUTS). For each parameter, Eff.Sample
## is a crude measure of effective sample size, and Rhat is the potential
## scale reduction factor on split chains (at convergence, Rhat = 1).
## [1] TRUE